Artificial intelligence in software testing: Impact, problems, challenges and prospect

Z Khaliq, SU Farooq, DA Khan - arXiv preprint arXiv:2201.05371, 2022 - arxiv.org
Artificial Intelligence (AI) is making a significant impact in multiple areas like medical,
military, industrial, domestic, law, arts as AI is capable to perform several roles such as …

AI for testing today and tomorrow: industry perspectives

TM King, J Arbon, D Santiago, D Adamo… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
With modern advances in artificial intelligence (AI) and machine learning and their
applications to software testing, the intersection of AI and testing is receiving close attention …

Using deep learning for selenium web UI functional tests: A case-study with e-commerce applications

Z Khaliq, DA Khan, SU Farooq - Engineering Applications of Artificial …, 2023 - Elsevier
The application of test cases for detecting the faults within the software is called software
testing. Manual testing is laborious and time-consuming hence automation tools to test …

Identifying and generating missing tests using machine learning on execution traces

M Utting, B Legeard, F Dadeau… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
Testing IT systems has become a major bottleneck for many companies. Besides the
growing complexity of such systems, shorter release cycles and increasing quality …

The integration of machine learning into automated test generation: A systematic mapping study

A Fontes, G Gay - Software Testing, Verification and Reliability, 2023 - Wiley Online Library
Abstract Machine learning (ML) may enable effective automated test generation. We
characterize emerging research, examining testing practices, researcher goals, ML …

Discovery of real world context event patterns for smartphone devices using conditional random fields

S Piparia, MK Khan, R Bryce - ITNG 2021 18th International Conference …, 2021 - Springer
Abstract Mobile applications are Event Driven Systems that react to user events and context
events (eg changes in network connectivity, battery level, etc.) The large number of context …

Automated web testing over the last decade: A systematic literature review

NF Mridha, MA Joarder - Systematic Literature Review and Meta-Analysis …, 2023 - slr-m.com
Web applications play a vital role in every section ranging from business to administration,
making operations efficient. Reliability must be ensured to avoid loss of credibility and …

[PDF][PDF] Artificial Intelligence in Software Test Automation: A Systematic

A Trudova, M Dolezel, A Buchalcevova - 2020 - scitepress.org
Artificial intelligence (AI) has made a considerable impact on the software engineering field,
and the area of software testing is not an exception. In theory, AI techniques could help to …

[PDF][PDF] Traditional and Non-traditional Computing Mechanisms in Software Testing Automation Through Users', Developers' and Managers' Lens: A Systematic

S GRAČIĆ, V VUKOVIĆ - researchgate.net
Testing is important in producing high quality software and can be done manually and/or
automatically. Automation has the potential to reduce testing effort (eg in developing test …

User-Interface-Generierung aus Handschriften im Design-Sprint-Prozess: Eine Fallstudie zum Einsatz von KI

M Barenkamp - Informatik Spektrum, 2020 - Springer
Zusammenfassung User Interface Prototyping (UIP) stellt eine Methode dar, bei der in
unmittelbarer Kooperation mit dem späteren Anwender eine neue Softwarelösung …